Dohyun Kwon

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Hyowon SeoKunsan National UniversityVerified email at kunsan.ac.kr
Sun-Ho ChoiKyung Hee UniversityVerified email at khu.ac.kr
Jeongyeol KwonUniversity of Wisconsin-MadisonVerified email at wisc.edu
Inwon c KimProfessor of Mathematics, UCLAVerified email at math.ucla.edu
Robert D NowakKeith and Jane Morgan Nosbusch Professor in ECE, Grace Wahba Professor of Data ScienceVerified email at wisc.edu
Stephen WrightDepartment of Computer Sciences and Wisconsin Institute for Discovery, University of WisconsinVerified email at cs.wisc.edu
Kangwook LeeUniversity of Wisconsin-MadisonVerified email at wisc.edu
Ying FanUniversity of Wisconsin-MadisonVerified email at cs.wisc.edu
Hanbaek LyuAssistant Professor, University of Wisconsin - Madison, Department of MathematicsVerified email at math.wisc.edu
Danielle HilhorstResearch Director at CNRSVerified email at math.u-psud.fr
Yong-Jung KimKAISTVerified email at kaist.edu
Hung Vinh TranDepartment of Mathematics, University of Wisconsin MadisonVerified email at math.wisc.edu
Alpár R. MészárosDurham UniversityVerified email at durham.ac.uk
Guido F. MontufarUCLA, Mathematics and Statistics & Data Science, Max Planck Institute MiSVerified email at math.ucla.edu
Insoon YangSeoul National UniversityVerified email at snu.ac.kr
Yeoneung KimSeoulTechVerified email at seoultech.ac.kr
Son TuVisiting Assistant Professor, Michigan State UniversityVerified email at msu.edu
Himchan HwangVerified email at robotics.snu.ac.kr
Frank Chongwoo ParkProfessor, Seoul National UniversityVerified email at snu.ac.kr
Sangwoong YoonKorea Institute for Advanced Study (KIAS)Verified email at kias.re.kr

Dohyun Kwon

Department of Mathematics, University of Seoul

Verified email at g.ucla.edu - Homepage

Partial Differential Equations Gradient Flows Optimization Optimal Transport


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A fully first-order method for stochastic bilevel optimization J Kwon, D Kwon, S Wright, RD Nowak International Conference on Machine Learning (ICML 2023), 18083-18113, 2023	60	2023
Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance D Kwon, Y Fan, K Lee Advances in Neural Information Processing Systems 35 (NeurIPS 2022), 2022	45	2022
Volume preserving mean curvature flow for star-shaped sets I Kim, D Kwon Calculus of Variations and Partial Differential Equations 59 (2), 2020	26	2020
On Penalty Methods for Nonconvex Bilevel Optimization and First-Order Stochastic Approximation J Kwon, D Kwon, S Wright, R Nowak International Conference on Learning Representations (ICLR 2024), 2024	15	2024
On mean curvature flow with forcing I Kim, D Kwon Communications in Partial Differential Equations 45 (5), 414-455, 2020	12	2020
Dispersal towards food: the singular limit of an Allen–Cahn equation D Hilhorst, YJ Kim, D Kwon, TN Nguyen Journal of Mathematical Biology 76, 531-565, 2018	10	2018
Cucker–Smale type flocking models on a sphere SH Choi, D Kwon, H Seo Journal of Mathematical Physics 65 (4), 2024	9*	2024
Multi-agent system for target tracking on a sphere and its asymptotic behavior SH Choi, D Kwon, H Seo Communications in Nonlinear Science and Numerical Simulation 117, 106967, 2023	7	2023
Level-set forced mean curvature flow with the Neumann boundary condition J Jang, D Kwon, H Mitake, HV Tran Journal de Mathématiques Pures et Appliquées 168, 143-167, 2022	7	2022
On volume-preserving crystalline mean curvature flow I Kim, D Kwon, N Požár Mathematische Annalen, 1-42, 2021	7	2021
Degenerate nonlinear parabolic equations with discontinuous diffusion coefficients D Kwon, AR Mészáros Journal of the London Mathematical Society 104 (2), 688-746, 2021	6	2021
Training Wasserstein GANs without gradient penalties D Kwon, Y Kim, G Montúfar, I Yang arXiv preprint arXiv:2110.14150, 2021	5	2021
Flocking formation and stabilizer of boosted cooperative control on a sphere SH Choi, D Kwon, H Seo arXiv preprint arXiv:2107.04159, 2021	5	2021
On the Complexity of First-Order Methods in Stochastic Bilevel Optimization J Kwon, D Kwon, H Lyu International Conference on Machine Learning (ICML 2024), 25784-25811, 2024	4	2024
Uniform position alignment estimate of spherical flocking model with inter-particle bonding forces SH Choi, D Kwon, H Seo arXiv preprint arXiv:2101.00791, 2021	4	2021
Complexity of Block Coordinate Descent with Proximal Regularization and Applications to Wasserstein CP-dictionary Learning D Kwon, H Lyu International Conference on Machine Learning (ICML 2023), 18114-18134, 2023	2	2023
Target tracking systems on a sphere with topographic information SH Choi, S Jeong, D Kwon, H Seo IEEE Transactions on Cybernetics 54 (5), 2901-2913, 2023	2	2023
The regularity with respect to domains of the additive eigenvalues of superquadratic Hamilton–Jacobi equation F Bozorgnia, D Kwon, SNT Tu Journal of Differential Equations 402, 518-553, 2024	1	2024
Area-preserving anisotropic mean curvature flow in two dimensions E Kim, D Kwon Calculus of Variations and Partial Differential Equations 64 (1), 1-39, 2025		2025
Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models S Yoon, H Hwang, D Kwon, YK Noh, FC Park Advances in Neural Information Processing Systems 37 (NeurIPS 2024), 2024		2024

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